RFID’s Second Act: How autonomy improves inventory accuracy, loss prevention

For decades, radio-frequency identification (RFID) has been the "next big thing" in retail technology — just around the corner from revolutionizing inventory management, yet never quite reaching widespread adoption. 

The promise was always there — near-instant product identification, richer inventory data and better accuracy than traditional barcodes. But for many retailers, RFID's potential was overshadowed by the stubborn realities of high cost and intensive labor. These challenges prevented RFID from delivering on its core promise: a strong return on investment. 

But here’s why the tech is entering its second act.

Blockers to Traditional RFID Deployments

While RFID tags have steadily fallen in price over the years, outfitting an entire assortment has required significant investment, especially in large-format stores.

The operational side of deployment and use have also proved challenging:

• Labor-intensive scanning: Employees have had to “wand” all shelves and racks to capture tag reads, which often leads to human errors and unreliable data. Asking associates to perform such monotonous tasks isn’t a reliable form of data capture.
• Persistent gaps in coverage: Manual scans inevitably miss items around 10x more often than automated systems, especially in high-volume, fast-moving environments.
• Inconsistent data: Without reliable and frequent scans, RFID can’t deliver its full promise for inventory accuracy, loss prevention, or omnichannel fulfillment.

The above challenges have stalled many early RFID initiatives, confining them to niche use cases or pilot programs that have not scaled.

New Way Forward in Retail: Autonomy Meets RFID

But new types of scanning technology offer a breakthrough beyond the RFID tags themselves. Autonomous retail robots, for example, can continuously and independently read RFID tags across entire stores in chains around the world.

With autonomous RFID scanning:

• Labor costs drop dramatically Robots capture data while navigating store aisles during normal operation, removing the need for manual wanding.
• Scan frequency skyrockets Instead of weekly or monthly cycles, RFID data can be refreshed daily, or even multiple times a day.
• Data quality improves Thanks to consistent and precise scanning, inventory data is more accurate and actionable. Reliable data sets are not only more valuable in the store; they also power automated decision making (ordering, allocation, forecasting, etc).

What This Means for Retail Leaders

This shift unlocks use cases that were once out of reach for many in retail. Accurate stock counts are the foundation of successful BOPIS (Buy Online, Pick-Up In Store) and ship-from-store models, and autonomous RFID accuracy rates well above industry averages, reducing cancellations and improving
customer trust in omnichannel fulfillment.

The technology also transforms shrink and loss prevention efforts. Frequent RFID reads mean anomalies like missing items or unexpected stock movements are detected much sooner, helping retailers reduce shrink and improve compliance before issues escalate.

Beyond inventory management, autonomous RFID enhances merchandising operations. By pairing location data with RFID reads, retailers can verify product placement and promotional execution without relying on labor-heavy manual audits. This ensures planogram and merchandising compliance across all locations.

Near-real-time visibility is, perhaps, most important for day-to-day operations. This visibility into what's missing on the floor accelerates backroom-to-shelf replenishment, ensuring complete assortments and maximizing sales opportunities by eliminating the gaps that traditionally left shelves empty between manual inventory cycles.

RFID Is Ready for Its Close-up

We’ve known the value of RFID for years, but it’s ready for a leading role in retail discussions this holiday season and into 2026.

The difference now is that autonomy removes the operational bottlenecks that previously challenged large-scale deployments. When scanning happens in the background, with no added labor cost or operational friction, RFID’s long-promised benefits are achievable, repeatable, and scalable.

With these benefits and the shrinking cost of tags, RFID is also seeing traction beyond soft goods. Stores are beginning to use RFID to track the freshness of perishable goods and closely monitor high-value, high-theft items.  RFID isn’t a new technology. But paired with autonomy, it’s entering a new chapter — one where its potential can finally be realized across the retail industry.